Class/Object

com.microsoft.ml.spark.lime

TabularLIME

Related Docs: object TabularLIME | package lime

Permalink

class TabularLIME extends Estimator[TabularLIMEModel] with LIMEParams with Wrappable with ComplexParamsWritable

Linear Supertypes
ComplexParamsWritable, MLWritable, Wrappable, HasAdditionalPythonMethods, LIMEParams, HasPredictionCol, HasOutputCol, HasInputCol, Estimator[TabularLIMEModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. TabularLIME
  2. ComplexParamsWritable
  3. MLWritable
  4. Wrappable
  5. HasAdditionalPythonMethods
  6. LIMEParams
  7. HasPredictionCol
  8. HasOutputCol
  9. HasInputCol
  10. Estimator
  11. PipelineStage
  12. Logging
  13. Params
  14. Serializable
  15. Serializable
  16. Identifiable
  17. AnyRef
  18. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new TabularLIME()

    Permalink

  2. new TabularLIME(uid: String)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. def additionalPythonMethods(): String

    Permalink
    Definition Classes
    HasAdditionalPythonMethods

  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  7. final def clear(param: Param[_]): TabularLIME.this.type

    Permalink
    Definition Classes
    Params

  8. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. def copy(extra: ParamMap): TabularLIME

    Permalink
    Definition Classes
    TabularLIME → Estimator → PipelineStage → Params

  10. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  11. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  12. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  13. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  14. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  15. def explainParams(): String

    Permalink
    Definition Classes
    Params

  16. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  17. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  18. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  19. def fit(dataset: Dataset[_]): TabularLIMEModel

    Permalink
    Definition Classes
    TabularLIME → Estimator

  20. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[TabularLIMEModel]

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  21. def fit(dataset: Dataset[_], paramMap: ParamMap): TabularLIMEModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  22. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): TabularLIMEModel

    Permalink
    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  23. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  24. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  25. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  26. def getInputCol: String

    Permalink

    Definition Classes
    HasInputCol

  27. def getModel: Transformer

    Permalink
    Definition Classes
    LIMEParams

  28. def getNSamples: Int

    Permalink
    Definition Classes
    LIMEParams

  29. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  30. def getOutputCol: String

    Permalink

    Definition Classes
    HasOutputCol

  31. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  32. final def getPredictionCol: String

    Permalink
    Definition Classes
    HasPredictionCol

  33. def getRegularization: Double

    Permalink
    Definition Classes
    LIMEParams

  34. def getSamplingFraction: Double

    Permalink
    Definition Classes
    LIMEParams

  35. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  36. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  37. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  38. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  39. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  40. val inputCol: Param[String]

    Permalink

    The name of the input column

    The name of the input column

    Definition Classes
    HasInputCol

  41. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  42. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  43. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  44. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  45. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  46. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  47. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  48. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  49. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  50. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  51. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  52. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  53. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  54. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  55. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  56. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  57. val model: TransformerParam

    Permalink
    Definition Classes
    LIMEParams

  58. val nSamples: IntParam

    Permalink
    Definition Classes
    LIMEParams

  59. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  60. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  61. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  62. val outputCol: Param[String]

    Permalink

    The name of the output column

    The name of the output column

    Definition Classes
    HasOutputCol

  63. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  64. final val predictionCol: Param[String]

    Permalink
    Definition Classes
    HasPredictionCol

  65. val regularization: DoubleParam

    Permalink
    Definition Classes
    LIMEParams

  66. val samplingFraction: DoubleParam

    Permalink
    Definition Classes
    LIMEParams

  67. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  68. final def set(paramPair: ParamPair[_]): TabularLIME.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  69. final def set(param: String, value: Any): TabularLIME.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  70. final def set[T](param: Param[T], value: T): TabularLIME.this.type

    Permalink
    Definition Classes
    Params

  71. final def setDefault(paramPairs: ParamPair[_]*): TabularLIME.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  72. final def setDefault[T](param: Param[T], value: T): TabularLIME.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  73. def setInputCol(value: String): TabularLIME.this.type

    Permalink

    Definition Classes
    HasInputCol

  74. def setModel(v: Transformer): TabularLIME.this.type

    Permalink
    Definition Classes
    LIMEParams

  75. def setNSamples(v: Int): TabularLIME.this.type

    Permalink
    Definition Classes
    LIMEParams

  76. def setOutputCol(value: String): TabularLIME.this.type

    Permalink

    Definition Classes
    HasOutputCol

  77. def setPredictionCol(v: String): TabularLIME.this.type

    Permalink
    Definition Classes
    LIMEParams

  78. def setRegularization(v: Double): TabularLIME.this.type

    Permalink
    Definition Classes
    LIMEParams

  79. def setSamplingFraction(d: Double): TabularLIME.this.type

    Permalink
    Definition Classes
    LIMEParams

  80. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  81. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  82. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    TabularLIME → PipelineStage

  83. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  84. val uid: String

    Permalink
    Definition Classes
    TabularLIME → Identifiable

  85. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  86. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  87. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  88. def write: MLWriter

    Permalink
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Wrappable

Inherited from HasAdditionalPythonMethods

Inherited from LIMEParams

Inherited from HasPredictionCol

Inherited from HasOutputCol

Inherited from HasInputCol

Inherited from Estimator[TabularLIMEModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped